Robust Gaussian Processes via Relevance Pursuit #2608
Closed
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
facebook-github-bot
added
the
CLA Signed
|
This pull request was exported from Phabricator. Differential Revision: D65343571 |
Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@
## main #2608 +/- ##
========================================
Coverage 99.98% 99.98%
========================================
Files 196 198 +2
Lines 17431 17892 +461
========================================
+ Hits 17429 17890 +461
Misses 2 2 ☔ View full report in Codecov by Sentry. |
SebastianAment
added a commit
to SebastianAment/botorch
that referenced
this pull request
Nov 4, 2024
Summary: Pull Request resolved: pytorch#2608 This commit adds the implementation of the [Robust Gaussian Processes via Relevance Pursuit](https://arxiv.org/pdf/2410.24222) models and algorithms of the NeurIPS 2024 article. Differential Revision: D65343571
SebastianAment
force-pushed
the
export-D65343571
branch
from
4684fac to
fad64bf
Compare
|
This pull request was exported from Phabricator. Differential Revision: D65343571 |
1 similar comment
|
This pull request was exported from Phabricator. Differential Revision: D65343571 |
SebastianAment
added a commit
to SebastianAment/botorch
that referenced
this pull request
Nov 5, 2024
Summary: Pull Request resolved: pytorch#2608 This commit adds the implementation of the [Robust Gaussian Processes via Relevance Pursuit](https://arxiv.org/pdf/2410.24222) models and algorithms of the NeurIPS 2024 article. Differential Revision: D65343571
SebastianAment
force-pushed
the
export-D65343571
branch
from
fad64bf to
5ce9666
Compare
|
This pull request was exported from Phabricator. Differential Revision: D65343571 |
SebastianAment
added a commit
to SebastianAment/botorch
that referenced
this pull request
Nov 5, 2024
Summary: Pull Request resolved: pytorch#2608 This commit adds the implementation of the [Robust Gaussian Processes via Relevance Pursuit](https://arxiv.org/pdf/2410.24222) models and algorithms of the NeurIPS 2024 article. Differential Revision: D65343571
SebastianAment
force-pushed
the
export-D65343571
branch
from
5ce9666 to
9f3622c
Compare
|
This pull request was exported from Phabricator. Differential Revision: D65343571 |
SebastianAment
added a commit
to SebastianAment/botorch
that referenced
this pull request
Nov 5, 2024
Summary: Pull Request resolved: pytorch#2608 This commit adds the implementation of the [Robust Gaussian Processes via Relevance Pursuit](https://arxiv.org/pdf/2410.24222) models and algorithms of the NeurIPS 2024 article. Differential Revision: D65343571
SebastianAment
force-pushed
the
export-D65343571
branch
from
9f3622c to
e6386c6
Compare
|
I just read the paper, and really like it! We will definitely integrate it into our workflows, as this problem is very common for our experimental data. Currently we are sometimes using iterative trimming. Any plan when this will land in main? |
|
Great to hear @jduerholt! I'll just need to get test coverage to 100%, will try to get the time for this within the next two weeks. Would be curious to learn about your experience if / when you start using the model. |
|
I will update you, as soon as it will land here in main, I will integrate it into our workflows ;) And then update you on our experience. |
|
This pull request was exported from Phabricator. Differential Revision: D65343571 |
SebastianAment
force-pushed
the
export-D65343571
branch
from
e6386c6 to
96f8c2f
Compare
SebastianAment
added a commit
to SebastianAment/botorch
that referenced
this pull request
Dec 3, 2024
Summary: Pull Request resolved: pytorch#2608 This commit adds the implementation of the [Robust Gaussian Processes via Relevance Pursuit](https://arxiv.org/pdf/2410.24222) models and algorithms of the NeurIPS 2024 article. Reviewed By: esantorella Differential Revision: D65343571
|
This pull request was exported from Phabricator. Differential Revision: D65343571 |
SebastianAment
added a commit
to SebastianAment/botorch
that referenced
this pull request
Dec 3, 2024
Summary: Pull Request resolved: pytorch#2608 This commit adds the implementation of the [Robust Gaussian Processes via Relevance Pursuit](https://arxiv.org/pdf/2410.24222) models and algorithms of the NeurIPS 2024 article. Reviewed By: esantorella Differential Revision: D65343571
SebastianAment
force-pushed
the
export-D65343571
branch
from
96f8c2f to
1cffa74
Compare
|
This pull request was exported from Phabricator. Differential Revision: D65343571 |
SebastianAment
added a commit
to SebastianAment/botorch
that referenced
this pull request
Dec 3, 2024
Summary: Pull Request resolved: pytorch#2608 This commit adds the implementation of the [Robust Gaussian Processes via Relevance Pursuit](https://arxiv.org/pdf/2410.24222) models and algorithms of the NeurIPS 2024 article. Reviewed By: esantorella Differential Revision: D65343571
SebastianAment
force-pushed
the
export-D65343571
branch
from
1cffa74 to
05b16ad
Compare
SebastianAment
added a commit
to SebastianAment/botorch
that referenced
this pull request
Dec 3, 2024
Summary: Pull Request resolved: pytorch#2608 This commit adds the implementation of the [Robust Gaussian Processes via Relevance Pursuit](https://arxiv.org/pdf/2410.24222) models and algorithms of the NeurIPS 2024 article. Reviewed By: esantorella Differential Revision: D65343571
SebastianAment
force-pushed
the
export-D65343571
branch
from
05b16ad to
a01e68a
Compare
|
This pull request was exported from Phabricator. Differential Revision: D65343571 |
SebastianAment
added a commit
to SebastianAment/botorch
that referenced
this pull request
Dec 3, 2024
Summary: Pull Request resolved: pytorch#2608 This commit adds the implementation of the [Robust Gaussian Processes via Relevance Pursuit](https://arxiv.org/pdf/2410.24222) models and algorithms of the NeurIPS 2024 article. Reviewed By: esantorella Differential Revision: D65343571
SebastianAment
force-pushed
the
export-D65343571
branch
from
a01e68a to
b4cd9c5
Compare
|
This pull request was exported from Phabricator. Differential Revision: D65343571 |
SebastianAment
added a commit
to SebastianAment/botorch
that referenced
this pull request
Dec 3, 2024
Summary: Pull Request resolved: pytorch#2608 This commit adds the implementation of the [Robust Gaussian Processes via Relevance Pursuit](https://arxiv.org/pdf/2410.24222) models and algorithms of the NeurIPS 2024 article. Reviewed By: esantorella Differential Revision: D65343571
SebastianAment
force-pushed
the
export-D65343571
branch
from
b4cd9c5 to
41737ee
Compare
|
This pull request was exported from Phabricator. Differential Revision: D65343571 |
1 similar comment
|
This pull request was exported from Phabricator. Differential Revision: D65343571 |
SebastianAment
added a commit
to SebastianAment/botorch
that referenced
this pull request
Dec 4, 2024
Summary: Pull Request resolved: pytorch#2608 This commit adds the implementation of the [Robust Gaussian Processes via Relevance Pursuit](https://arxiv.org/pdf/2410.24222) models and algorithms of the NeurIPS 2024 article. Reviewed By: esantorella Differential Revision: D65343571
SebastianAment
force-pushed
the
export-D65343571
branch
from
41737ee to
958bbbd
Compare
SebastianAment
added a commit
to SebastianAment/botorch
that referenced
this pull request
Dec 4, 2024
Summary: Pull Request resolved: pytorch#2608 This commit adds the implementation of the [Robust Gaussian Processes via Relevance Pursuit](https://arxiv.org/pdf/2410.24222) models and algorithms of the NeurIPS 2024 article. Reviewed By: esantorella Differential Revision: D65343571
SebastianAment
force-pushed
the
export-D65343571
branch
from
958bbbd to
ad214fd
Compare
|
This pull request was exported from Phabricator. Differential Revision: D65343571 |
SebastianAment
added a commit
to SebastianAment/botorch
that referenced
this pull request
Dec 4, 2024
Summary: Pull Request resolved: pytorch#2608 This commit adds the implementation of the [Robust Gaussian Processes via Relevance Pursuit](https://arxiv.org/pdf/2410.24222) models and algorithms of the NeurIPS 2024 article. Reviewed By: esantorella Differential Revision: D65343571
SebastianAment
force-pushed
the
export-D65343571
branch
from
ad214fd to
964918c
Compare
|
This pull request was exported from Phabricator. Differential Revision: D65343571 |
SebastianAment
added a commit
to SebastianAment/botorch
that referenced
this pull request
Dec 4, 2024
Summary: Pull Request resolved: pytorch#2608 This commit adds the implementation of the [Robust Gaussian Processes via Relevance Pursuit](https://arxiv.org/pdf/2410.24222) models and algorithms of the NeurIPS 2024 article. Reviewed By: esantorella Differential Revision: D65343571
SebastianAment
force-pushed
the
export-D65343571
branch
from
964918c to
0a095c2
Compare
|
This pull request was exported from Phabricator. Differential Revision: D65343571 |
1 similar comment
|
This pull request was exported from Phabricator. Differential Revision: D65343571 |
SebastianAment
added a commit
to SebastianAment/botorch
that referenced
this pull request
Dec 4, 2024
Summary: Pull Request resolved: pytorch#2608 This commit adds the implementation of the [Robust Gaussian Processes via Relevance Pursuit](https://arxiv.org/pdf/2410.24222) models and algorithms of the NeurIPS 2024 article. Reviewed By: esantorella Differential Revision: D65343571
SebastianAment
force-pushed
the
export-D65343571
branch
from
0a095c2 to
2066c32
Compare
Summary: Pull Request resolved: pytorch#2608 This commit adds the implementation of the [Robust Gaussian Processes via Relevance Pursuit](https://arxiv.org/pdf/2410.24222) models and algorithms of the NeurIPS 2024 article. Reviewed By: esantorella Differential Revision: D65343571
|
This pull request was exported from Phabricator. Differential Revision: D65343571 |
SebastianAment
force-pushed
the
export-D65343571
branch
from
2066c32 to
69d5b6a
Compare
|
This pull request has been merged in 5012fe8. |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Summary: This commit adds the implementation of the Robust Gaussian Processes via Relevance Pursuit models and algorithms of the NeurIPS 2024 article.
Differential Revision: D65343571